Found Description
About the Company
Future is building a personalized guidance system for lifelong health. We help people understand what to do next for their body, goals, and stage of life — then support them in turning those decisions into sustained behavior change.
Responsibilities
- Build and ship AI agents that serve real users using tool‑calling LLM systems and parallel API orchestration
- Design evaluation harnesses and quality scoring using Langfuse and rubrics
- Own the full lifecycle from prototyping and validation to deployment and monitoring
- Improve reliability, latency, and cost through prompt caching, token budgets, and observability
- Write tools for agents including API integrations with Pydantic validation and exercise search
Requirements
- Strong Python skills with experience deploying services on large production systems
- Experience with LangChain, LangGraph, or similar agent...